Integration
Connect Reply to Qdrant
When New Email Opened fires in Reply, your agent runs Add collection in Qdrant. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Reply and Qdrant to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What Reply can start in Qdrant
When New Email Opened in Reply
then Add collection in Qdrant
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Reply and Qdrant
Triggers and actions 7 triggers · 31 actions
- Inbox Category Set for Reply
Triggers when an email reply in Reply is given an inbox category, automatically or by a user.
- New Email Opened
Triggers when a contact opens a tracked email sent from Reply.
- New Emails Sent
Triggers when Reply sends an email from a sequence step.
- New Link Clicked
Triggers when a recipient clicks a tracked link in an email sent from Reply.
- New Person Bounce
Triggers when an email sent from Reply bounces or is rejected by the recipient's mail server.
- New Person Opt Out
Triggers when a contact opts out of outreach in Reply (unsubscribe link, manual opt-out, or marked Do Not Contact).
- Prospect Finished
Triggers when a contact's participation in a Reply sequence ends — completed, replied, bounced, opted out, or finished manually.
- Add contact list
Creates a new contact list in Reply, optionally shared with your team.
- Add note to contact
Adds a note to a contact's timeline in Reply.
- Add sequence
Creates a new sequence in Reply with its steps, schedule, sending accounts and settings.
- Create\Update Person
Creates a Reply contact, or updates the existing contact with the same email address.
- Delete contact
Deletes a contact from your Reply account.
- Find contacts by criteria
Returns the contacts that match a search term and/or field rules, optionally scoped to a contact list, sequence or sequence step.
- Get contact
Returns one Reply contact by its id, including profile details, owner, opt-out, call and meeting status, stage and custom fields.
- Get sequence
Returns one sequence in full: name, status, owner, schedule, settings, connected email and LinkedIn accounts, and its steps.
- List contact lists
Returns the contact lists you own plus those shared with your team, optionally filtered by name.
- List contacts
Returns your Reply contacts, optionally narrowed to one email address or LinkedIn profile URL.
- List inbox categories
Returns the inbox categories you can file conversations under.
- List Sequence Contacts
Returns the contacts enrolled in a sequence, with each contact's status, current step, added date, opt-out and call status.
- List sequences
Returns the sequences in your Reply account, optionally filtered by status, owner, folder, archive state or name.
- Mark as Finished
Marks one or more contacts as finished in every sequence they are in, so they receive no further sequence steps.
- Remove Person From Campaign
Removes a contact from a sequence so they stop progressing through it. The contact and their history stay in your Reply account.
- Send Test Webhook Event
Sends a test event from an existing Reply webhook subscription to its configured URL.
- Add collection
Creates a new Qdrant collection with the given name and vector configuration.
- Add payload index
Creates a payload index on a field of a Qdrant collection so that filters on that field run fast.
- Add points
Adds points (vectors with optional payloads) to a Qdrant collection, overwriting any existing point with the same id.
- Add snapshot
Creates a new snapshot of a Qdrant collection and returns the snapshot's name, size and checksum.
- Count points
Returns the number of points in a Qdrant collection, optionally only those matching a payload filter.
- Delete collection
Deletes a Qdrant collection and all of the points and data stored in it.
- Delete points
Deletes points from a Qdrant collection, either by a list of point ids or by every point matching a filter.
- Find points by vector
Returns the points in a collection whose vectors are closest to the vector you supply, ranked by similarity score, with their payloads.
- Get collection
Returns the details of a Qdrant collection: its status, point and vector counts, segment count, configuration and payload index schema.
- Get point
Returns a single point from a Qdrant collection, including its payload and vector.
- List collections
Returns the names of all collections in your Qdrant cluster.
- List points
Returns the points stored in a Qdrant collection, optionally narrowed by a payload filter and ordered by a payload field.
- List snapshots
Returns every snapshot stored for a Qdrant collection, with each snapshot's file name, creation time, size and checksum.
- Update collection
Updates the settings of an existing Qdrant collection, such as its vector, index, optimizer, quantization, strict-mode or metadata parameters.
- Update point payload
Sets payload values on points in a Qdrant collection, chosen by point ids or a filter. Keys you supply are added or overwritten; other existing payload keys are kept.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Reply and Qdrant, answered
What can start an automation from Reply?
Any of Reply's 7 triggers in the catalog, including New Email Opened, New Emails Sent, New Link Clicked and New Person Bounce. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Qdrant when something happens in Reply?
Any of Qdrant's 15 actions, including Update collection, Update point payload, Add collection and Add payload index. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Qdrant to Reply?
Qdrant has no triggers in the catalog today, so automations start in Reply. If you need the other direction, ask: your agent reads Qdrant's API documentation and adds it.
Do I have to build a connector for Reply or Qdrant?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
Can my AI client use Reply and Qdrant without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.